1️⃣ The Code of Trust AI models hate ambiguity. Deploy localized JSON-LD Schema (@id, sameAs) on every international page. This explicitly tells the AI exactly who you are and eliminates entity confusion across borders.

🌍 Translation isn't enough anymore. If you want ChatGPT and Gemini to cite your global pages, you have to turn "translated text" into "cited facts." Here are the 4 Pillars of Multilingual GEO. 👇🧵

On March 27, 2026 @Google just dropped the Core Update, and the "AI Slop" era is officially hitting a wall. Seeing sites lose 30% traffic because they relied on generic, templated AI content. It’s a wake-up call for every founder trying to scale globally. Here is the truth: Google isn't just looking for "Keywords" anymore. It’s looking for Trust Signals. > In non-English markets, these signals are even harder to fake. Most brands get the SEO right (they show up), but they fail the GEO test (the content feels robotic/foreign). If the user doesn't feel a local "vibe," they bounce. And if they bounce, your ranking dies. We’re building @multilipi to solve this. Because in 2026, if you aren't "Native-First," you're "Invisible-Next." 🌍 Anyone else seeing a volatility spike in their search console this morning? 📈